Guoqing Xiao

Orcid: 0000-0001-5008-4829

Affiliations:
  • Hunan University, College of Computer Science and Electronic Engineering, Changsha, China
  • National Supercomputing Center in Changsha, China
  • University of Waterloo, Canada (former)


According to our database1, Guoqing Xiao authored at least 44 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Black-Box Attack Algorithm Targeting Unlabeled Industrial AI Systems With Contrastive Learning.
IEEE Trans. Ind. Informatics, April, 2024

ABSS: An Adaptive Batch-Stream Scheduling Module for Dynamic Task Parallelism on Chiplet-based Multi-Chip Systems.
ACM Trans. Parallel Comput., March, 2024

A Survey of Accelerating Parallel Sparse Linear Algebra.
ACM Comput. Surv., January, 2024

2023
AAPP: An Accelerative and Adaptive Path Planner for Robots on GPU.
IEEE Trans. Computers, August, 2023

PH-CF: A Phased Hybrid Algorithm for Accelerating Subgraph Matching Based on CPU-FPGA Heterogeneous Platform.
IEEE Trans. Ind. Informatics, July, 2023

An Explicitly Weighted GCN Aggregator based on Temporal and Popularity Features for Recommendation.
Trans. Recomm. Syst., June, 2023

An active defense model based on situational awareness and firewalls.
Concurr. Comput. Pract. Exp., 2023

An Algorithm and Architecture Co-design for Accelerating Smart Contracts in Blockchain.
Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

2022
An Efficient Parallel Reinforcement Learning Approach to Cross-Layer Defense Mechanism in Industrial Control Systems.
IEEE Trans. Parallel Distributed Syst., 2022

fgSpMSpV: A Fine-grained Parallel SpMSpV Framework on HPC Platforms.
ACM Trans. Parallel Comput., 2022

Row-Segmented Sparse-Dense Matrix Matrix Multiplication on GPUs.
Proceedings of the IEEE Smartworld, 2022

Distributed Set Label-Constrained Reachability Queries over Billion-Scale Graphs.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Exploiting Hierarchical Parallelism and Reusability in Tensor Kernel Processing on Heterogeneous HPC Systems.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

DTSpMV: An Adaptive SpMV Framework for Graph Analysis on GPUs.
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

GSpTC: High-Performance Sparse Tensor Contraction on CPU-GPU Heterogeneous Systems.
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

2021
CASpMV: A Customized and Accelerative SpMV Framework for the Sunway TaihuLight.
IEEE Trans. Parallel Distributed Syst., 2021

Efficient Approaches to Top-r Influential Community Search.
IEEE Internet Things J., 2021

GSmart: An Efficient SPARQL Query Engine Using Sparse Matrix Algebra - Full Version.
CoRR, 2021

A Coverage-Guided Fuzzing Framework for Trusted Execution Environments.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

2020
aeSpTV: An Adaptive and Efficient Framework for Sparse Tensor-Vector Product Kernel on a High-Performance Computing Platform.
IEEE Trans. Parallel Distributed Syst., 2020

Optimizing partitioned CSR-based SpGEMM on the Sunway TaihuLight.
Neural Comput. Appl., 2020

MalFCS: An effective malware classification framework with automated feature extraction based on deep convolutional neural networks.
J. Parallel Distributed Comput., 2020

tpSpMV: A two-phase large-scale sparse matrix-vector multiplication kernel for manycore architectures.
Inf. Sci., 2020

ahSpMV: An Autotuning Hybrid Computing Scheme for SpMV on the Sunway Architecture.
IEEE Internet Things J., 2020

A Decision Support System to Provide Criminal Pattern Based Suggestions to Travelers.
Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020

2019
Performance-Aware Model for Sparse Matrix-Matrix Multiplication on the Sunway TaihuLight Supercomputer.
IEEE Trans. Parallel Distributed Syst., 2019

Progressive Approaches for Pareto Optimal Groups Computation.
IEEE Trans. Knowl. Data Eng., 2019

Efficient processing of top k group skyline queries.
Knowl. Based Syst., 2019

Editorial Message: Special Issue on Advances in Parallel and Distributed Computing for Fuzzy Systems.
Int. J. Fuzzy Syst., 2019

A Parallel Crime Activity Clustering Algorithm Based on Apache Spark Cloud Computing Platform.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

hpSpMV: A Heterogeneous Parallel Computing Scheme for SpMV on the Sunway TaihuLight Supercomputer.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Towards Large-Scale Sparse Matrix-Vector Multiplication on the SW26010 Manycore Architecture.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2017
Efficient monochromatic and bichromatic probabilistic reverse top-k query processing for uncertain big data.
J. Comput. Syst. Sci., 2017

Reporting l most influential objects in uncertain databases based on probabilistic reverse top-k queries.
Inf. Sci., 2017

Identifying Most Preferential Skyline Product Combinations.
Int. J. Pattern Recognit. Artif. Intell., 2017

A Reliability-aware Task Scheduling Algorithm Based on Replication on Heterogeneous Computing Systems.
J. Grid Comput., 2017

2016
Top k Favorite Probabilistic Products Queries.
IEEE Trans. Knowl. Data Eng., 2016

Effective approach for an extended P-skyline query.
J. Intell. Fuzzy Syst., 2016

Probabilistic top-k range query processing for uncertain databases.
J. Intell. Fuzzy Syst., 2016

Queueing Analysis of Continuous Queries for Uncertain Data Streams Over Sliding Windows.
Int. J. Pattern Recognit. Artif. Intell., 2016

Selection and replacement algorithms for memory performance improvement in Spark.
Concurr. Comput. Pract. Exp., 2016

2015
Efficient top-(k, l) range query processing for uncertain data based on multicore architectures.
Distributed Parallel Databases, 2015

An iteration-based hybrid parallel algorithm for tridiagonal systems of equations on multi-core architectures.
Concurr. Comput. Pract. Exp., 2015

Reporting L Most Favorite Objects in Uncertain Databases with Probabilistic Reverse Top-k Queries.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015


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